1. Prediction of Lifetime and 10-Year Risk of Cancer in Individual Patients With Established Cardiovascular Disease
- Author
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Cilie C. van ’t Klooster, Paul M. Ridker, Nancy R. Cook, Joachim G.J.V. Aerts, Jan Westerink, Folkert W. Asselbergs, Yolanda van der Graaf, Frank L.J. Visseren, F.W. Asselbergs, H.M. Nathoe, G.J. de Borst, M.L. Bots, M.I. Geerlings, M.H. Emmelot, P.A. de Jong, T. Leiner, A.T. Lely, N.P. van der Kaaij, L.J. Kappelle, Y. Ruigrok, M.C. Verhaar, and J. Westerink
- Subjects
medicine.medical_specialty ,lcsh:Diseases of the circulatory (Cardiovascular) system ,AIC, Akaike’s Information Criterion ,Colorectal cancer ,colorectal cancer ,Disease ,CVD, cardiovascular disease ,lcsh:RC254-282 ,risk prediction ,Internal medicine ,Diabetes mellitus ,medicine ,In patient ,Model development ,Lung cancer ,Original Research ,business.industry ,Cancer ,medicine.disease ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,CI, confidence interval ,lung cancer ,Oncology ,lcsh:RC666-701 ,Cohort ,CRP, C-reactive protein ,SD, standard deviation ,Cardiology and Cardiovascular Medicine ,business - Abstract
Background Cardiovascular disease (CVD) and cancer share many common risk factors; patients with CVD also may be at risk of developing cancer. Objectives The aim of this study was to derive and externally validate prediction models for the estimation of lifetime and 10-year risk for total, colorectal, and lung cancer in patients with established CVD. Methods Data from patients with established CVD from the UCC-SMART cohort (N = 7,280) were used for model development, and from the CANTOS trial (N = 9,322) for model validation. Predictors were selected based on previously published cancer risk scores, clinical availability, and presence in the derivation dataset. Fine and Gray competing risk-adjusted lifetime models were developed for the outcomes total, colorectal, and lung cancer. Results Selected predictors were age, sex, smoking, weight, height, alcohol use, antiplatelet use, diabetes, and C-reactive protein. External calibration for the 4-year risk of lung, colorectal, and total cancer was reasonable in our models, as was discrimination with C-statistics of 0.74, 0.64, and 0.63, respectively. Median predicted lifetime and 10-year risks in CANTOS were 26% (range 1% to 52%) and 13% (range 1% to 31%) for total cancer; 4% (range 0% to 13%) and 2% (range 0% to 6%) for colorectal cancer; and 5% (range 0% to 37%) and 2% (range 0% to 24%) for lung cancer. Conclusions Lifetime and 10-year risk of total, colorectal, and lung cancer can be estimated reasonably well in patients with established CVD with readily available clinical predictors. With additional study, these tools could be used in clinical practice to further aid in the emphasis of healthy lifestyle changes and to guide thresholds for targeted diagnostics and screening., Central Illustration
- Published
- 2020